Manager - Tech Consulting - NAT - CNS - TC - AI and Quantitative Modelling - Bangalore
at EY
Location:
Employment Type: full_time
Job Description
<h2 style="margin:10.0pt 0.0cm 0.0cm;line-height:115%;font-size:13.0pt;font-family:Calibri, sans-serif;color:#4f81bd"><span style="font-family:'EYInterstate Light'">Key Responsibilities</span></h2><ul style="margin-bottom:0.0cm;margin-top:0.0px"><li style="text-align:justify;margin:0.0cm 0.0cm 0.0cm 0.0px;line-height:115%;font-size:11.0pt;font-family:Cambria, serif"><strong><span style="font-family:'EYInterstate Light'">Infrastructure as Code (IaC):</span></strong><span style="font-family:'EYInterstate Light'"> Design and provision scalable cloud infrastructure using tools like <strong>Terraform</strong>, <strong>Ansible</strong>, or <strong>CloudFormation</strong>.</span></li><li style="text-align:justify;margin:0.0cm 0.0cm 0.0cm 0.0px;line-height:115%;font-size:11.0pt;font-family:Cambria, serif"><strong><span style="font-family:'EYInterstate Light'">CI/CD Pipelines:</span></strong><span style="font-family:'EYInterstate Light'"> Build and maintain robust CI/CD pipelines (Azure DevOps, GitHub Actions, GitLab CI) for standard software and machine learning workflows (MLOps).</span></li><li style="text-align:justify;margin:0.0cm 0.0cm 0.0cm 0.0px;line-height:115%;font-size:11.0pt;font-family:Cambria, serif"><strong><span style="font-family:'EYInterstate Light'">Version Control:</span></strong><span style="font-family:'EYInterstate Light'"> Manage Git repositories, establish branching strategies (GitFlow, trunk-based development), and enforce code review practices.</span></li><li style="text-align:justify;margin:0.0cm 0.0cm 0.0cm 0.0px;line-height:115%;font-size:11.0pt;font-family:Cambria, serif"><strong><span style="font-family:'EYInterstate Light'">Containerization & Orchestration:</span></strong><span style="font-family:'EYInterstate Light'"> Manage containerized applications using <strong>Docker</strong> and <strong>Kubernetes</strong> (AKS/EKS/GKE).</span></li><li style="text-align:justify;margin:0.0cm 0.0cm 0.0cm 0.0px;line-height:115%;font-size:11.0pt;font-family:Cambria, serif"><strong><span style="font-family:'EYInterstate Light'">MLOps Implementation:</span></strong><span style="font-family:'EYInterstate Light'"> Collaborate with AI developers to implement MLOps practices, including model training automation, versioning (DVC, MLflow), and deployment.</span></li><li style="text-align:justify;margin:0.0cm 0.0cm 0.0cm 0.0px;line-height:115%;font-size:11.0pt;font-family:Cambria, serif"><strong><span style="font-family:'EYInterstate Light'">Monitoring & Observability:</span></strong><span style="font-family:'EYInterstate Light'"> Set up comprehensive monitoring and alerting systems (Prometheus, Grafana, ELK Stack, Azure Monitor) for both infrastructure and AI model performance.</span></li><li style="text-align:justify;margin:0.0cm 0.0cm 0.0cm 0.0px;line-height:115%;font-size:11.0pt;font-family:Cambria, serif"><strong><span style="font-family:'EYInterstate Light'">Security:</span></strong><span style="font-family:'EYInterstate Light'"> Ensure all infrastructure and pipelines adhere to security best practices and compliance standards (DevSecOps).</span></li><li style="text-align:justify;margin:0.0cm 0.0cm 10.0pt 0.0px;line-height:115%;font-size:11.0pt;font-family:Cambria, serif"><strong><span style="font-family:'EYInterstate Light'">Automation:</span></strong><span style="font-family:'EYInterstate Light'"> Automate repetitive operational tasks to improve team efficiency.</span></li></ul><h2 style="margin:10.0pt 0.0cm 0.0cm;line-height:115%;font-size:13.0pt;font-family:Calibri, sans-serif;color:#4f81bd"><span style="font-family:'EYInterstate Light'">Qualifications</span></h2><ul style="margin-bottom:0.0cm;margin-top:0.0px"><li style="text-align:justify;margin:0.0cm 0.0cm 0.0cm 0.0px;line-height:115%;font-size:11.0pt;font-family:Cambria, serif"><strong><span style="font-family:'EYInterstate Light'">Experience:</span></strong><span style="font-family:'EYInterstate Light'"> 4+ years of experience in DevOps or Site Reliability Engineering (SRE).</span></li><li style="text-align:justify;margin:0.0cm 0.0cm 0.0cm 0.0px;line-height:115%;font-size:11.0pt;font-family:Cambria, serif"><strong><span style="font-family:'EYInterstate Light'">Cloud Expertise:</span></strong><span style="font-family:'EYInterstate Light'"> Deep expertise in <strong>Azure</strong>.</span></li><li style="text-align:justify;margin:0.0cm 0.0cm 0.0cm 0.0px;line-height:115%;font-size:11.0pt;font-family:Cambria, serif"><strong><span style="font-family:'EYInterstate Light'">Certification:</span></strong><span style="font-family:'EYInterstate Light'"> Valid <strong>Microsoft Certified: Azure Administrator Associate</strong> (AZ-104) or <strong>Azure DevOps Engineer Expert</strong> (AZ-400) certification is <strong>mandatory</strong>.</span></li><li style="text-align:justify;margin:0.0cm 0.0cm 0.0cm 0.0px;line-height:115%;font-size:11.0pt;font-family:Cambria, serif"><strong><span style="font-family:'EYInterstate Light'">Tools:</span></strong><span style="font-family:'EYInterstate Light'"> Proficiency with <strong>Docker</strong>, <strong>Kubernetes</strong>, and <strong>Terraform</strong>.</span></li><li style="text-align:justify;margin:0.0cm 0.0cm 0.0cm 0.0px;line-height:115%;font-size:11.0pt;font-family:Cambria, serif"><strong><span style="font-family:'EYInterstate Light'">Scripting:</span></strong><span style="font-family:'EYInterstate Light'"> Strong scripting skills in <strong>Python</strong>, <strong>Bash</strong>, or Go.</span></li><li style="text-align:justify;margin:0.0cm 0.0cm 0.0cm 0.0px;line-height:115%;font-size:11.0pt;font-family:Cambria, serif"><strong><span style="font-family:'EYInterstate Light'">CI/CD:</span></strong><span style="font-family:'EYInterstate Light'"> Extensive experience with modern CI/CD tools.</span></li><li style="text-align:justify;margin:0.0cm 0.0cm 0.0cm 0.0px;line-height:115%;font-size:11.0pt;font-family:Cambria, serif"><strong><span style="font-family:'EYInterstate Light'">Version Control:</span></strong><span style="font-family:'EYInterstate Light'"> Proficiency with <strong>Git</strong> and repository management (GitHub, GitLab, Azure Repos).</span></li><li style="margin:0.0cm 0.0cm 10.0pt 0.0px;line-height:115%;font-size:11.0pt;font-family:Cambria, serif"><strong><span style="font-family:'EYInterstate Light'">Networking:</span></strong><span style="font-family:'EYInterstate Light'"> Solid understanding of networking concepts (VPCs, Load Balancers, DNS).</span></li></ul><h2 style="margin:10.0pt 0.0cm 0.0cm;line-height:115%;font-size:13.0pt;font-family:Calibri, sans-serif;color:#4f81bd"><span style="font-family:'EYInterstate Light'">Preferred Skills</span></h2><ul style="margin-bottom:0.0cm;margin-top:0.0px"><li style="margin:0.0cm 0.0cm 0.0cm 0.0px;line-height:115%;font-size:11.0pt;font-family:Cambria, serif"><span style="font-family:'EYInterstate Light'">Experience supporting Data Science or AI/ML teams.</span></li><li style="margin:0.0cm 0.0cm 0.0cm 0.0px;line-height:115%;font-size:11.0pt;font-family:Cambria, serif"><span style="font-family:'EYInterstate Light'">Familiarity with MLOps tools (MLflow, Kubeflow, Weights & Biases).</span></li><li style="margin:0.0cm 0.0cm 0.0cm 0.0px;line-height:115%;font-size:11.0pt;font-family:Cambria, serif"><span style="font-family:'EYInterstate Light'">Experience with GPU resource management and optimization.</span></li><li style="margin:0.0cm 0.0cm 10.0pt 0.0px;line-height:115%;font-size:11.0pt;font-family:Cambria, serif"><span style="font-family:'EYInterstate Light'">Knowledge of Python packaging and dependency management.</span></li></ul>